Data Science musings from today: the validity of your ability to train models on your own data is often dependent on what actions you make available to your users.
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If you have a bad user flow, you have to take this into account. This is kind of an equivalent of right-censored data: you're artificially cutting off behavior based on what you make available.
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So what you actually need to do is precondition your training data with survivorship models first.
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